The most common decoder of link prediction is the Dot Product [1]}, [2]}, [3]}:
\(s_{ij} = \phi ^{\mathrm {dot}}(\mathbf {x}_i, \mathbf {x}_j) \mathbf {x}_i \mathbin {\hbox{\scalebox {.7}{$\bullet $}}}\) 
